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Erschienen in: Obesity Surgery 8/2018

06.04.2018 | Original Contributions

Linear Mixed Effects Analysis Reveals the Significant Impact of Preoperative Diet Success on Postoperative Weight Loss in Gastric Bypass Surgery

verfasst von: Rebecca Kraus, Daniel J. Stekhoven, Ulrich Leupold, Walter R. Marti

Erschienen in: Obesity Surgery | Ausgabe 8/2018

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Abstract

Background

Several studies investigated the impact of preoperative weight loss on bariatric surgery outcome. However, they mostly focus on small groups of patients or lack updated statistical support.

Methods

Two hundred and thirty-nine consecutive patients undergoing laparoscopic, proximal Roux-en-Y gastric bypass at our institution between September 2009 and November 2015 were studied. Patients were operated by the same surgeon, applying a standardized technique and followed a 500-kcal/day preoperative diet, starting 14 days before surgery. Body weight was measured before diet, at surgery, and at least three times postoperatively. A linear mixed effects (LME) model and Benedict and Harris formula were used to assess association of pre- and postoperative weight loss up to 2 years postoperatively.

Results

Patients’ (184 females) initial weight was 121.7 kg (females 117.2 kg; males 136.6 kg). They lost on average 5.3 kg (females 4.7 kg; males 7.0 kg) pre- and 36.8 kg (females 36.7 kg; males 37.0 kg) postoperatively, within 2 years. Average excess weight loss (EWL) was 67.2% (females 66.6%; males 67.4%). In 205 patients (154 females), EWL exceeded 50%. Longitudinal data analysis according to LME showed a significant impact of pre- on postoperative weight loss (p < 0.001, likelihood-ratio test, LRT). These effects were undetectable if patients were evaluated by non-parametric analysis based on application of the Benedict and Harris formula.

Conclusions

Preoperative dietary success is associated with postoperative weight loss. Effects predicted by the LME model are most pronounced in the first 4–6 months after surgery and are fading away within 24 months postoperatively. External factors not considered in this study might dominate in later phases.
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Literatur
2.
Zurück zum Zitat Abbatini F, Rizzello M, Casella G, et al. Long-term effects of laparoscopic sleeve gastrectomy, gastric bypass, and adjustable gastric banding on type 2 diabetes. Surg Endosc. 2012;24:1005–10.CrossRef Abbatini F, Rizzello M, Casella G, et al. Long-term effects of laparoscopic sleeve gastrectomy, gastric bypass, and adjustable gastric banding on type 2 diabetes. Surg Endosc. 2012;24:1005–10.CrossRef
3.
Zurück zum Zitat Suter M, Donadini A, Romy S, et al. Laparoscopic roux-en-Y gastric bypass: significant long-term weight loss, improvement of obesity-related comorbidities and quality of life. Ann Surg. 2011;254:267–73.CrossRefPubMed Suter M, Donadini A, Romy S, et al. Laparoscopic roux-en-Y gastric bypass: significant long-term weight loss, improvement of obesity-related comorbidities and quality of life. Ann Surg. 2011;254:267–73.CrossRefPubMed
4.
Zurück zum Zitat Edholm D, Kullberg J, Haenni A, et al. Preoperative 4-week low-calorie diet reduces liver volume and intrahepatic fat, and facilitates laparoscopic gastric bypass in morbidly obese. Obes Surg. 2011;21:345–50.CrossRefPubMed Edholm D, Kullberg J, Haenni A, et al. Preoperative 4-week low-calorie diet reduces liver volume and intrahepatic fat, and facilitates laparoscopic gastric bypass in morbidly obese. Obes Surg. 2011;21:345–50.CrossRefPubMed
5.
Zurück zum Zitat Schwartz ML, Drew RL, Chazin-Caldie M. Laparoscopic Roux-en-Y gastric bypass: preoperative determinants of prolonged operative times, conversion to open gastric bypasses, and postoperative complications. Obes Surg. 2003;13:734–8.CrossRefPubMed Schwartz ML, Drew RL, Chazin-Caldie M. Laparoscopic Roux-en-Y gastric bypass: preoperative determinants of prolonged operative times, conversion to open gastric bypasses, and postoperative complications. Obes Surg. 2003;13:734–8.CrossRefPubMed
6.
Zurück zum Zitat Clain DJ, Lefkowitch JH. Fatty liver disease in morbid obesity. Gastroenterol Clin N Am. 1987;16:239–52. Clain DJ, Lefkowitch JH. Fatty liver disease in morbid obesity. Gastroenterol Clin N Am. 1987;16:239–52.
7.
8.
Zurück zum Zitat Busetto L, Tregnaghi A, De Marchi F, et al. Liver volume and visceral obesity in women with hepatic steatosis undergoing gastric banding. Obes Res. 2002;10:408–11.CrossRefPubMed Busetto L, Tregnaghi A, De Marchi F, et al. Liver volume and visceral obesity in women with hepatic steatosis undergoing gastric banding. Obes Res. 2002;10:408–11.CrossRefPubMed
9.
Zurück zum Zitat Eriksson TA, Eriksson KF, Bondesson L. Nonalcoholic steatohepatitis in obesity: a reversible condition. Acta Med Scand. 1986;220:83–8.CrossRefPubMed Eriksson TA, Eriksson KF, Bondesson L. Nonalcoholic steatohepatitis in obesity: a reversible condition. Acta Med Scand. 1986;220:83–8.CrossRefPubMed
10.
Zurück zum Zitat Van Nieuwenhove Y, Dambrauskas Z, Campillo-Soto A, et al. Preoperative very low-calorie diet and operative outcome after laparoscopic gastric bypass: a randomized multicenter study. Arch Surg. 2011;146:1300–5.CrossRefPubMed Van Nieuwenhove Y, Dambrauskas Z, Campillo-Soto A, et al. Preoperative very low-calorie diet and operative outcome after laparoscopic gastric bypass: a randomized multicenter study. Arch Surg. 2011;146:1300–5.CrossRefPubMed
11.
Zurück zum Zitat Patel P, Hartland A, Hollis A, et al. Tier 3 multidisciplinary medical weight management improves outcome of roux-en-Y gastric bypass surgery. Ann R Coll Surg Engl. 2015;97:235–7.CrossRefPubMedPubMedCentral Patel P, Hartland A, Hollis A, et al. Tier 3 multidisciplinary medical weight management improves outcome of roux-en-Y gastric bypass surgery. Ann R Coll Surg Engl. 2015;97:235–7.CrossRefPubMedPubMedCentral
12.
Zurück zum Zitat Mechanick JI, Youdim A, Jones DB, et al. Clinical practice guidelines for the perioperative nutritional, metabolic, and nonsurgical support of the bariatric surgery patient—2013 update: cosponsored by American Association of Clinical Endocrinologists, the Obesity Society, and American Society for Metabolic & Bariatric Surgery. Endocr Pract. 2013;19:337–72.CrossRefPubMedPubMedCentral Mechanick JI, Youdim A, Jones DB, et al. Clinical practice guidelines for the perioperative nutritional, metabolic, and nonsurgical support of the bariatric surgery patient—2013 update: cosponsored by American Association of Clinical Endocrinologists, the Obesity Society, and American Society for Metabolic & Bariatric Surgery. Endocr Pract. 2013;19:337–72.CrossRefPubMedPubMedCentral
13.
Zurück zum Zitat Schiavo L, Scalera G, Sergio R, et al. Clinical impact of Mediterranean-enriched-protein diet on liver size, visceral fat, fat mass, and fat-free mass in patients undergoing sleeve gastrectomy. Surg Obes Relat Dis. 2015;11:1164–70.CrossRefPubMed Schiavo L, Scalera G, Sergio R, et al. Clinical impact of Mediterranean-enriched-protein diet on liver size, visceral fat, fat mass, and fat-free mass in patients undergoing sleeve gastrectomy. Surg Obes Relat Dis. 2015;11:1164–70.CrossRefPubMed
14.
Zurück zum Zitat Giordano S, Victorzon M. The impact of preoperative weight loss before laparoscopic gastric bypass. Obes Surg. 2014;24:669–74.CrossRefPubMed Giordano S, Victorzon M. The impact of preoperative weight loss before laparoscopic gastric bypass. Obes Surg. 2014;24:669–74.CrossRefPubMed
15.
Zurück zum Zitat Lewis MC, Phillips ML, Slavotinek JP, et al. Change in liver size and fat content after treatment with Optifast very low calorie diet. Obes Surg. 2006;16:697–701.CrossRefPubMed Lewis MC, Phillips ML, Slavotinek JP, et al. Change in liver size and fat content after treatment with Optifast very low calorie diet. Obes Surg. 2006;16:697–701.CrossRefPubMed
16.
Zurück zum Zitat Martin LF, Tan TL, Holmes PA, et al. Can morbidly obese patients safely lose weight preoperatively? Am J Surg. 1995;169:245–53.CrossRefPubMed Martin LF, Tan TL, Holmes PA, et al. Can morbidly obese patients safely lose weight preoperatively? Am J Surg. 1995;169:245–53.CrossRefPubMed
17.
Zurück zum Zitat Brethauer S. ASMBS position statement on preoperative supervised weight loss requirements. Surg Obes Relat Dis. 2011;7:257–60.CrossRefPubMed Brethauer S. ASMBS position statement on preoperative supervised weight loss requirements. Surg Obes Relat Dis. 2011;7:257–60.CrossRefPubMed
18.
Zurück zum Zitat Dallal RM, Quebbemann BB, Hunt LH, et al. Analysis of weight loss after bariatric surgery using mixed-effects linear modeling. Obes Surg. 2009;19:732–7.CrossRefPubMed Dallal RM, Quebbemann BB, Hunt LH, et al. Analysis of weight loss after bariatric surgery using mixed-effects linear modeling. Obes Surg. 2009;19:732–7.CrossRefPubMed
20.
Zurück zum Zitat Sheather SJ, Jones C. A reliable data-based bandwidth selection method for kernel density estimation. J R Stat Soc Ser B Methodol. 1991;53:683–90. Sheather SJ, Jones C. A reliable data-based bandwidth selection method for kernel density estimation. J R Stat Soc Ser B Methodol. 1991;53:683–90.
21.
Zurück zum Zitat Carlin AM, O’Connor EA, Genaw JA, et al. Preoperative weight loss is not a predictor of postoperative weight loss after laparoscopic Roux-en-Y gastric bypass. Surg Obes Relat Dis. 2008;4:481–5.CrossRefPubMed Carlin AM, O’Connor EA, Genaw JA, et al. Preoperative weight loss is not a predictor of postoperative weight loss after laparoscopic Roux-en-Y gastric bypass. Surg Obes Relat Dis. 2008;4:481–5.CrossRefPubMed
22.
Zurück zum Zitat Jantz EJ, Larson CJ, Mathiason MA, et al. Number of weight loss attempts and maximum weight loss before Roux-en-Y laparoscopic gastric bypass surgery are not predictive of postoperative weight loss. Surg Obes Relat Dis. 2009;5:208–11.CrossRefPubMed Jantz EJ, Larson CJ, Mathiason MA, et al. Number of weight loss attempts and maximum weight loss before Roux-en-Y laparoscopic gastric bypass surgery are not predictive of postoperative weight loss. Surg Obes Relat Dis. 2009;5:208–11.CrossRefPubMed
23.
Zurück zum Zitat Jamal MK, DeMaria EJ, Johnson JM, et al. Insurance-mandated preoperative dietary counseling does not improve outcome and increases dropout rates in patients considering gastric bypass surgery for morbid obesity. Surg Obes Relat Dis. 2006;2:122–7.CrossRefPubMed Jamal MK, DeMaria EJ, Johnson JM, et al. Insurance-mandated preoperative dietary counseling does not improve outcome and increases dropout rates in patients considering gastric bypass surgery for morbid obesity. Surg Obes Relat Dis. 2006;2:122–7.CrossRefPubMed
24.
Zurück zum Zitat Alami RS, Morton JM, Schuster R, et al. Is there a benefit to preoperative weight loss in gastric bypass patients? A prospective randomized trial. Surg Obes Relat Dis. 2007;3(2):141–5.CrossRefPubMed Alami RS, Morton JM, Schuster R, et al. Is there a benefit to preoperative weight loss in gastric bypass patients? A prospective randomized trial. Surg Obes Relat Dis. 2007;3(2):141–5.CrossRefPubMed
25.
Zurück zum Zitat Solomon H, Liu GY, Alami R, et al. Benefits to patients choosing preoperative weight loss in gastric bypass surgery: new results of a randomized trial. J Am Coll Surg. 2009;208:241–5.CrossRefPubMed Solomon H, Liu GY, Alami R, et al. Benefits to patients choosing preoperative weight loss in gastric bypass surgery: new results of a randomized trial. J Am Coll Surg. 2009;208:241–5.CrossRefPubMed
26.
Zurück zum Zitat Alger-Mayer S, Polimeni JM, Malone M. Preoperative weight loss as a predictor of long term success following Roux en Y gastric bypass. Obes Surg. 2008;18:772–5.CrossRefPubMed Alger-Mayer S, Polimeni JM, Malone M. Preoperative weight loss as a predictor of long term success following Roux en Y gastric bypass. Obes Surg. 2008;18:772–5.CrossRefPubMed
27.
Zurück zum Zitat Ali MR, Baucom-Pro S, Broderick-Villa GA, et al. Weight loss before gastric bypass: feasibility and effect on postoperative weight loss and weight loss maintenance. Surg Obes Relat Dis. 2007;3:515–20.CrossRefPubMed Ali MR, Baucom-Pro S, Broderick-Villa GA, et al. Weight loss before gastric bypass: feasibility and effect on postoperative weight loss and weight loss maintenance. Surg Obes Relat Dis. 2007;3:515–20.CrossRefPubMed
28.
Zurück zum Zitat Livhits M, Mercado C, Yermilov I, et al. Does weight loss immediately before bariatric surgery improve outcomes: a systematic review. Surg Obes Relat Dis. 2009;5:713–21.CrossRefPubMed Livhits M, Mercado C, Yermilov I, et al. Does weight loss immediately before bariatric surgery improve outcomes: a systematic review. Surg Obes Relat Dis. 2009;5:713–21.CrossRefPubMed
29.
Zurück zum Zitat Pekkarinen T, Mustonen H, Sane T, et al. Long-term effect of gastric bypass and sleeve gastrectomy on severe obesity: do preoperative weight loss and binge eating behavior predict the outcome of bariatric surgery? Obes Surg. 2016;26:2161–7.CrossRefPubMed Pekkarinen T, Mustonen H, Sane T, et al. Long-term effect of gastric bypass and sleeve gastrectomy on severe obesity: do preoperative weight loss and binge eating behavior predict the outcome of bariatric surgery? Obes Surg. 2016;26:2161–7.CrossRefPubMed
30.
Zurück zum Zitat Baldry EL, Leeder PC, Idris IR. Pre-operative diet restrictions for patients undergoing bariatric surgery in the UK: observational study of current practice and dietary effects. Obes Surg. 2014;24:416–21.CrossRefPubMed Baldry EL, Leeder PC, Idris IR. Pre-operative diet restrictions for patients undergoing bariatric surgery in the UK: observational study of current practice and dietary effects. Obes Surg. 2014;24:416–21.CrossRefPubMed
31.
Zurück zum Zitat Schouten R, van der Kaaden I, van’t Hof G, et al. Comparison of preoperative diets before bariatric surgery: a randomized, single-blinded, non-inferiority trial. Obes Surg. 2016;26:1743–9.CrossRefPubMed Schouten R, van der Kaaden I, van’t Hof G, et al. Comparison of preoperative diets before bariatric surgery: a randomized, single-blinded, non-inferiority trial. Obes Surg. 2016;26:1743–9.CrossRefPubMed
32.
Zurück zum Zitat Carbajo MA, Castro MJ, Kleinfinger S, et al. Effects of a balanced energy and high protein formula diet (Vegestart complet®) vs. low-calorie regular diet in morbid obese patients prior to bariatric surgery (laparoscopic single anastomosis gastric bypass): a prospective, double-blind randomized study. Nutr Hosp. 2010;25:939–48.PubMed Carbajo MA, Castro MJ, Kleinfinger S, et al. Effects of a balanced energy and high protein formula diet (Vegestart complet®) vs. low-calorie regular diet in morbid obese patients prior to bariatric surgery (laparoscopic single anastomosis gastric bypass): a prospective, double-blind randomized study. Nutr Hosp. 2010;25:939–48.PubMed
33.
Zurück zum Zitat Colles SL, Dixon JB, Marks P, et al. Preoperative weight loss with a very-low-energy diet: quantitation of changes in liver and abdominal fat by serial imaging. Am J Clin Nutr. 2006;84:304–11.PubMedCrossRef Colles SL, Dixon JB, Marks P, et al. Preoperative weight loss with a very-low-energy diet: quantitation of changes in liver and abdominal fat by serial imaging. Am J Clin Nutr. 2006;84:304–11.PubMedCrossRef
34.
Zurück zum Zitat Horwitz D, Saunders JK, Ude-Welcome A, et al. Insurance-mandated medical weight management before bariatric surgery. Surg Obes Relat Dis. 2016;12:496–501.CrossRefPubMed Horwitz D, Saunders JK, Ude-Welcome A, et al. Insurance-mandated medical weight management before bariatric surgery. Surg Obes Relat Dis. 2016;12:496–501.CrossRefPubMed
35.
Zurück zum Zitat Kadeli DK, Sczepaniak JP, Kumar K, et al. The effect of preoperative weight loss before gastric bypass: a systematic review. J Obes. 2012;2012:867540.CrossRefPubMedPubMedCentral Kadeli DK, Sczepaniak JP, Kumar K, et al. The effect of preoperative weight loss before gastric bypass: a systematic review. J Obes. 2012;2012:867540.CrossRefPubMedPubMedCentral
36.
Zurück zum Zitat Livhits M, Mercado C, Yermilov I, et al. Preoperative predictors of weight loss following bariatric surgery: systematic review. Obes Surg. 2012;22:70–89.CrossRefPubMed Livhits M, Mercado C, Yermilov I, et al. Preoperative predictors of weight loss following bariatric surgery: systematic review. Obes Surg. 2012;22:70–89.CrossRefPubMed
37.
Zurück zum Zitat Alvarado R, Alami RS, Hsu G, et al. The impact of preoperative weight loss in patients undergoing laparoscopic Roux-en-Y gastric bypass. Obes Surg. 2005;15:1282–6.CrossRefPubMed Alvarado R, Alami RS, Hsu G, et al. The impact of preoperative weight loss in patients undergoing laparoscopic Roux-en-Y gastric bypass. Obes Surg. 2005;15:1282–6.CrossRefPubMed
38.
Zurück zum Zitat Ortega E, Morinigo R, Flores L, et al. Predictive factors of excess body weight loss 1 year after laparoscopic bariatric surgery. Surg Endosc. 2012;26:1744–50.CrossRefPubMed Ortega E, Morinigo R, Flores L, et al. Predictive factors of excess body weight loss 1 year after laparoscopic bariatric surgery. Surg Endosc. 2012;26:1744–50.CrossRefPubMed
39.
Zurück zum Zitat Sauerland S, Angrisani L, Belachew M, et al. Obesity surgery: evidence-based guidelines of the European Association for Endoscopic Surgery (EAES). Surg Endosc. 2005;19:200–21.CrossRefPubMed Sauerland S, Angrisani L, Belachew M, et al. Obesity surgery: evidence-based guidelines of the European Association for Endoscopic Surgery (EAES). Surg Endosc. 2005;19:200–21.CrossRefPubMed
40.
Zurück zum Zitat Ma Y, Gagoto SL, Olendzki BC, et al. Predictors of weight status following laparoscopic gastric bypass. Obes Surg. 2006;16(9):1227–31.CrossRefPubMed Ma Y, Gagoto SL, Olendzki BC, et al. Predictors of weight status following laparoscopic gastric bypass. Obes Surg. 2006;16(9):1227–31.CrossRefPubMed
Metadaten
Titel
Linear Mixed Effects Analysis Reveals the Significant Impact of Preoperative Diet Success on Postoperative Weight Loss in Gastric Bypass Surgery
verfasst von
Rebecca Kraus
Daniel J. Stekhoven
Ulrich Leupold
Walter R. Marti
Publikationsdatum
06.04.2018
Verlag
Springer US
Erschienen in
Obesity Surgery / Ausgabe 8/2018
Print ISSN: 0960-8923
Elektronische ISSN: 1708-0428
DOI
https://doi.org/10.1007/s11695-018-3189-9

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